Collective efficacy and community readiness for dementia prevention: a spatial spillover analysis.

IF 1.5 4区 医学 Q4 HEALTH CARE SCIENCES & SERVICES
Geospatial Health Pub Date : 2026-02-02 Epub Date: 2026-06-08 DOI:10.4081/gh.2026.1476
Duan-Rung Chen, Chun-Tung Kuo, Tzu-Chin Wu
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引用次数: 0

Abstract

Dementia represents a growing public health challenge in Taiwan, particularly within its rapidly aging population. This study employed the Community Readiness Model (CRM) to systematically assess community readiness for dementia prevention across multiple domains. It further examined whether collective efficacy, defined as shared social cohesion and a community's capacity for collective action, is associated with greater readiness for dementia-related prevention efforts. A cross-sectional survey was conducted from March to June 2021 among 3,129 community leaders in 456 communities in Taipei City. A total of 447 valid responses were analyzed, representing 288 communities (63.2% of all communities). A spatial lag regression model was conducted, and spatial spillover effects were further assessed. Spatial lag regressions revealed that willingness to intervene (B=0.256, p<0.0001), social cohesion (B=0.375, p<0.0001), and prior dementia prevention programs (B=1.036, p=0.01) were significantly associated with higher community readiness for dementia prevention. Spill-over patterns - particularly for social cohesion and prior programs - appeared to play a potential, though not fully conclusive, role in shaping readiness across neighbouring communities. Those with higher proportions of residents aged 85+ showed lower readiness, while average income was not a significant predictor. Collective efficacy and prior dementia efforts were associated with higher community readiness. Tailored, community-based strategies that foster social cohesion and proactive engagement while accounting for spatial disparities are considered essential for effective dementia prevention.

预防痴呆症的集体效能和社区准备:空间溢出分析。
痴呆症是台湾日益严重的公共卫生挑战,特别是在其迅速老龄化的人口中。本研究采用社区准备模型(CRM)系统地评估社区在多个领域预防痴呆症的准备情况。它进一步研究了集体效能(定义为共同的社会凝聚力和社区集体行动的能力)是否与痴呆症相关预防工作的更大准备有关。本研究于2021年3月至6月,对台北市456个社区的3129名社区领袖进行横断面调查。共分析了447份有效回复,代表288个社区(占所有社区的63.2%)。建立空间滞后回归模型,进一步评价空间溢出效应。空间滞后回归显示干预意愿(B=0.256, p
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
Geospatial Health
Geospatial Health 医学-公共卫生、环境卫生与职业卫生
CiteScore
2.40
自引率
11.80%
发文量
48
审稿时长
12 months
期刊介绍: The focus of the journal is on all aspects of the application of geographical information systems, remote sensing, global positioning systems, spatial statistics and other geospatial tools in human and veterinary health. The journal publishes two issues per year.
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